Humanizes and tightens academic writing. Detects and removes AI tells
(significance inflation, filler, reflexive hedging, em-dash and rule-of-three
overuse, formulaic signposting) from manuscripts, theses, grants, abstracts,
and reports, while preserving meaning, calibrating every claim to the strength
of its evidence, and verifying or flagging citations rather than fabricating
them. Use to de-bloat AI-drafted academic text, fix overclaiming/underclaiming,
remove "AI voice," check citation integrity, or convert citation styles
(APA / Vancouver / Chicago). Supports Quarto / R Markdown / LaTeX.
